業 績　

2008年

著書

  1. Tsumoto S, Hirano S: Data mining: Foundations and practice, in Lin TY, Xie Y, Wasilewska A,　Liau C-J(eds.), Heidelberg: Springer, 2008, pp.387-403
  2. Tsumoto S, Hirano S: Data mining: Foundations and practice, in Lin TY, Xie Y, Wasilewska A,　Liau C-J(eds.), Heidelberg: Springer, 2008, pp.405-421
  3. Tsumoto S, Hirano S: Next generation of data mining risk mining as new trends in hospital management, in Kargupta H, Han J, Yu PS, Motwani R, Kumar V(eds.), Chapmann Hall & CRC Press, 2008, pp.441-470
  4. Tsumoto S, Hirano S: Social computing, behavioral modeling, and prediction clustering of trajectory data obtained from soccer game records -A first step to behavioral modeling, in Liu H, Salerno JJ, Young M J(eds.), Heidelberg: Springer, 2008, pp.69-78
  5. Iwata S, Ohsawa Y, Tsumoto S, Zhong N, Shi Y, Magnani L(eds.): Communications and discoveries from multidisciplinary data vol.123, Heidelberg: Springer, 2008
  6. Ras ZW, Tsumoto S, Zighed DA (eds.): Mining complex data, Heidelberg: Springer, 2008
  7. Abe H, Tsumoto S, Ohsak M, Yamaguchi T: Evaluating learning algorithms to support human rule evaluation with predicting interestingness based on objective rule evaluation indices, in Iwata S, Ohsawa Y, Tsumoto S, Zhong N, Shi Y, Magnani L (eds.): Heidelberg: Springer, 2008, pp.269-282

論文

  1. Tsumoto S, Hirano S: Contingency matrix theory I: Rank and statistical independence in a contigency table. Transactions on Computational Science II 5150: 161-179, 2008
  2. Tsumoto S, Hirano S: Statistical independence of multi-variables from the viewpoint of linear algebra. Lecture Notes in Computer Science 5306: 103-112, 2008
  3. Tsumoto S, Tsumoto Y: Data mining-based hospital management. Journal of Chongqing University of Post and Telecommunications. 20: 309-323, 2008
  4. Lin TY, Tsumoto S: Qualitative fuzzy sets and granularity. IEEE ICCI 2008 Proceedings 435-440, 2008
  5. Hirano S, Tsumoto S: Discovery of risky cases in chronic diseases: An approach using trajectory
    grouping. Lecture Notes in Computer Science 4914: 289-302, 2008
  6. Hirano S, Tsumoto S: Hierarchical clustering of non-Euclidean relational data using indiscernibility-level. Lecture Notes in Computer Science 5009: 332-339, 2008
  7. Abe H, Tsumoto S: Analyzing behavior of objective rule evaluation indices based on a correlation coefficient. Lecture Notes in Computer Science 5306: 293-298, 2008
  8. Abe H, Tsumoto S: Analyzing behavior of objective rule evaluation indices based on Pearson product-moment correlation coefficient. Lecture Notes in Computer Science 4994: 84-89, 2008
  9. Abe H, Tsumoto S: Analyzing correlation coefficients of objective rule evaluation indices on classification rules. Lecture Notes in Computer Science 5009: 467-474, 2008
  10. Abe H, Tsumoto S: Comparing accuracies of rule evaluation models to determine human criteria
    on evaluated rule sets. IEEE ICDM2008 Workshops Proceedings 1: 1-7, 2008
  11. Abe H, Tsumoto S: Implementing a rule generation method based on secondary differences of
    two criteria. Lecture Notes in Computer Science 5178: 758-765, 2008
  12. Abe H, Tsumoto S: Investigating accuracies of rule evaluation models on randomized labeling and human evaluation. GrC 2008 Proceedings: 95-100, 2008
  13. Abe H, Tsumoto S, Ohsaki M, Yamaguchi T: Finding functional groups of objective rule evaluation indices using PCA. Lecture Notes in Computer Science 5345: 197-206, 2008
  14. 津本周作, 平野章二, 津本優子: 医療リスクの計量化. 計量生物学29: 155-176, 2008

学会発表

  1. 平野章二, 津本周作: 構造的類似性に着目した多変量時系列医療データのクラスタ分析.第70回情報処理学会全国大会. 筑波, 2008年3月
  2. Tsumoto S, Hirano S: Trajectory mining. SBP 2008. Pheonix, April 2008
  3. Hirano S, Tsumoto S: Hierarchical clustering of non-Euclidean relational data using indiscernibility-level. The 3rd International Conference on Rough Sets and Knowledge　Technology (RSKT2008). Chengdu, April 2008
  4. Abe H, Tsumoto S: Analyzing correlation coefficients of objective rule evaluation indices on classification rules. The 3rd International Conference on Rough Sets and Knowledge Technology (RSKT2008). Chengdu, May 2008
  5. Abe H, Tsumoto S: Analyzing behavior of objective rule evaluation indices based on Pearson product-moment correlation coefficient. The 17th International Symposium on Methodologies for Intelligent Systems (ISMIS 2008). Tronto, May 2008
  6. Tsumoto S, Hirano S, Abe H: Statistical independence of three variables and contigency matrix. NAFIPS 2008. New York, May 2008
  7. Tsumoto S, Hirano S, Abe H: Statisitcal independence of multi-way tables. NAFIPS 2009. New York, May 2008
  8. Tsumoto S, Hirano S: Detection of risk factors as temporal data mining. PAKDD 2008 Workshop. Osaka, May 2008
  9. Tsumoto S: Data mining-based hospital management. IFKT 2008. Chongqing, May 2008
  10. Tsumoto S: Data mining and knowledge technology. IFKT 2008. Chongqing, May 2008
  11. 杉山喜昭, 阿部秀尚, 平林 悟, 山口高平: 時系列パターン抽出に基づく個人投資家意志決定支援システムの実現. 第22回人工知能学会全国大会. 旭川, 2008年6月
  12. Tsumoto S, Hirano S: Mining trajectories of laboratory data using multiscale matching and clustering. IEEE CBMS 2008. Jyvaskyla, June 2008
  13. 安田 晃, 平野章二, 阿部秀尚, 中國秀章, 花田英輔, 津本周作: 情報科学演習発表会における顕在的評価と潜在的評価の定量性. 第9回日本医療情報学会看護学術大会. 東京, 2008年7月
  14. 安田 晃, 平野章二, 阿部秀尚, 中國秀章, 花田英輔, 津本周作: 新入生がいだくコンピュータ操作に対する不安の程度とその内容. SASユーザー総会2008. 東京, 2008年7月
  15. 安田 晃, 平野章二, 阿部秀尚, 中國秀章, 花田英輔, 津本周作: 情報科学演習での学生によるグループ間, グループ内評価の定量的意義. 第40回日本医学教育学会. 東京,2008年7月
  16. 浅田祥子, 中林愛恵, 近藤雅文, 高橋伸介, 花田英輔, 津本周作: 保険診療に係る診療科別診療録記載研修会の報告と検討. 第34回日本診療録管理学会学術大会. 東京, 2008年8月
  17. Abe H, Tsumoto S: Investigating accuracies of rule evaluation models on randomized labeling and human evaluation. IEEE International Conference on Granular Computing 2008 (GrC2008). Hangzhou, August 2008
  18. Tsumoto S, Hirano S, Abe H: Statistical independance in contingency tables. IEEE International Conference on Granular Computing 2008 (GrC2008). Hangzhou, August 2008
  19. Hirano S, Tsumoto S: Hierarchical clustering of asymmetric proximity data based on the indiscernibility-level. IEEE International Conference on Granular Computing 2008 (GrC2008). Hangzhou, August 2008
  20. Tsumoto S, Hirano S: Fuzziness from attribute generalization in information table. IEEEI CCI 2008. Stanford, August 2008
  21. Tsumoto S, Hirano S: Statistical independence in three-variables contingency cube. IEEE ICCI 2008. Stanford, August 2008
  22. Abe H, Tsumoto S: Analyzing behavior of objective rule evaluation indices based on a correlation coefficient. The 12th International Conference on Knowledge-Based Information and Engineering Systems (KES 2008). Zagreb, September 2008
  23. 阿部秀尚, 杉山喜昭, 山口高平: 時系列パターン抽出に基づく株売買ルール生成手法の評価. 人工知能学会 第1回ファイナンスにおける人工知能応用研究会. 東京, 2008年9月
  24. 安田 晃, 平野章二, 阿部秀尚, 中國秀章, 花田英輔, 津本周作: 新入生がいだくコンピュータ操作に対する不安の程度とその内容. 日本行動計量学会第36回大会. 東京, 2008年9月
  25. Hirano S, Tsumoto S: A method for detecting suspicious regions in mammograms based on multiscale image filtering and regression-line analysis. 6th International Forum on Multimedia and Image Processing. Hawaii, September 2008
  26. Abe H, Tsumoto S: Implementing a rule generation method based on secondary differences of two criteria. The 6th International Conference on Rough Sets and Current Trends of Computing. Akron, October 2008
  27. Tsumoto S, Hirano S: Statistical independence of multi-variables from the viewpoint of linear algebra. The 6th International Conference on Rough Sets and Current Trends of Computing. Akron, October 2008
  28. Abe H, Tsumoto S, Ohsaki M, Yamaguchi T: Finding functional groups of objective rule evaluation indices using PCA. The 7th International Conference on Practical Aspects of Knowledge Management. Yokohama, November 2008
  29. 阿部秀尚, 津本周作: オーダー周辺情報を利用した処方オーダー変更要因分析. 第28回医療情報学連合大会. 横浜, 200年11月
  30. 安田 晃, 平野章二, 阿部秀尚, 中國秀章, 花田英輔, 津本周作: 新入生がいだくコンピュータ不安の構造に関する定量分析. 第28回医療情報学連合大会. 横浜, 2008年11月
  31. 中林愛恵, 花田英輔, 津本周作: 散布図作成によるDPC情報の可視化. 第28回医療情報学連合大会. 横浜, 2008年11月
  32. 中國秀章, 近藤雅文, 岩田春子, 花田英輔: 電子クリニカルパスの初期導入時検証方法の検討. 第28 回医療情報学連合大会. 横浜, 2008年 11月
  33. 津本周作: データを元にした病院管理学の新たな展開. 情報とシステム2008. 東京, 2008年11月
  34. Abe H, Tsumoto S: Comparing accuracies of rule evaluation models to determine human criteria on evaluated rule sets. The Second International Conference on Reliability Issues in Knowledge Discovery. Pisa, December 2008
  35. Tsumoto S, Hirano S: Statistical independence and contingency matrix. ICDM 2008 Workshop. Pisa, December 2008
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